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Data Analyst-AAA Game

Ubisoft
Shanghai Shanghai cn
4 years ago
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Job Description

Position summary:

As a Data Analyst, you are part of the game team and your role is to transform players’ data into actionable insight to support our games and business operations. You master analytics concepts, technics and technologies. You are passionate about gaming and are able to perform detailed analysis of in-games features as much as high-level performance analysis on acquisition, retention and monetization. You will work in close collaboration with many stakeholders from both worldwide and local analytics community.

Responsibilities:

· Collaborate with other team members to implement ETL and aggregation processes using Ubisoft internal tools.

· Analyze, synthesize and interpret players data to identify trends, develop insights, and inform decision makers;

· Design, implement reports and dashboards to provide strategic and operational support to the game team before and after game launch;

· Develop action plans and work with game team to implement recommendations and measure their impacts;

· Collaborate with worldwide and local stakeholders to share analysis, best practices and methodologies;

· Design in-game tracking requirements with game team and follow-up on their implementation inside the game;

· Contribute to the development and enhancement of the existing data pipeline;

· Create new processes, optimize and standardize existing ones;

· 使用育碧内部工具与团队成员合作开发ETL,并实现数据聚合;

· 分析、整合和解读玩家数据,以识别市场趋势,增强行业洞察力并提供决策支持;

· 设计,制作相关报告与报表,就游戏的生命周期,在战略与运营层面上为游戏团队提供支持;

· 提出建议并与游戏团队合作执行,分析并衡量其影响;

· 与全球的合作方紧密工作,分享数据并改善工作方法;

· 与团队一起设计游戏内的数据埋点,并跟踪其在游戏内的实施;

· 帮助发展和加强现有的数据处理流程;

· 建立新工作流,实现现有工作流的优化与标准化;

Qualifications

· Bachelor or master degree in following field (Computer Science, Mathematics, Statistics, Economics, Operations Research, etc.);

· 1-3 years’ experience in an analytical role;

· Proficient in SQL, in particular on big data;

· Proficient with reporting and data visualization tools such as Tableau;

· Proficient in Excel or other data tools such as R, Python is a plus;

· Good communication skills and planning & organizing skills;

· Capable to work in English in an international environment;

· Passionate about gaming and familiar with major gaming platforms and the industry;

· Self-motivated and self-driven, with demonstrated ability to quickly and independently learn new concepts

· 具备相关专业学士或硕士学位 (计算机科学,数学,统计学,经济学,运筹学等);

· 3年以上数据分析工作经验;

· 精通SQL,特别是大数据相关;

· 精通报告和数据可视化工具,如Tableau;

· 精通Excel或其他数据工具,如R, Python等技能者优先;

· 具备良好的沟通、计划、组织能力;

· 能够在国际化环境中用英语工作;

· 热衷于游戏,熟悉本行业和主要游戏平台;

· 具备自我驱动以及快速学习新知识的能力

Company Description

Ubisoft is committed to enriching players’ lives with original & memorable entertainment experiences. Ubisoft builds worlds that are a playground for the imagination, offering moments of surprise, fun and adventure as well as opportunities for learning and self-discovery.

With over 30 locations worldwide, 94 nationalities and 55 spoken languages, Ubisoft teams are a creative force with a diverse range of specialties in development, business and operations. Through cross-studio collaboration and a forward-looking approach, they dream up new ideas, anticipate new technologies, and continually enhance their expertise.

From breathtaking gaming experiences to award winning marketing campaigns, Ubisoft creates engaging worlds that foster passionate communities.

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